neuralforecast [FIX] 926 auto ensure all models support alias and 924 Configuring hyperparameter space for Auto* Models

[FIX] 926 auto ensure all models support alias and 924 Configuring hyperparameter space for Auto* Models

Open elephaint opened this issue 11 months ago • 2 comments

Fixes #926 and fixes #924.

Fix of #926: Fixed Auto* models that do not support all required variables from BaseAuto Add unit test to all Auto* models to test if the Auto* models contain all required variables from BaseAuto Some reformatting of models.ipynb, putting unit tests per model in hidden cell below each model
Fix of #924: Reformulated a part of the Ray-portion of the Automated Hyperparameter tuning guide, explaining how users can access default settings for hyperparameters.

Mar 13 '24 14:03 elephaint

Check out this pull request on

See visual diffs & provide feedback on Jupyter Notebooks.

Powered by ReviewNB

Mar 13 '24 14:03 review-notebook-app[bot]

LGTM! Let's just please also wait for @cchallu's review as well.

Thanks - it does not fix the default_config issue yet, so I'm changing a few things (converted to draft)

Mar 14 '24 18:03 elephaint

Added a get_default_config method for all Auto* models
Fixed incompatible hyperparameter configurations in base models
Added unit tests to all auto models to ensure they all run with default configs, on both backends.
Update of Hyperparameter tuning guide to demonstrate the use of get_default_config

Mar 15 '24 15:03 elephaint